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PlanIQ - Probabilistic forecasting using forecast quantiles
Probabilistic forecasts & forecast quantiles PlanIQ produces probabilistic forecasts. This means that PlanIQ algorithms output a distribution of possible values, rather than a single point forecast typically outputted by other solutions. This distribution can be divided into quantiles. Applied to forecasting, quantiles…
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Plan IQ. Data Collections. Data format
Hi! I have a question in regards to the 1st step of Plan IQ. (I went through Anaplan Plan IQ learning, but still cannot really figure it out) I set up data like in the example, but still it failed. It says: Historical or Related data Time column contains time format that is not recognised. Refer to the Anapedia article…
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PlanIQ Blank Output
Hi, I'm facing an issue with PlanIQ output. Everything was running smoothly, without errors. Otherwise, I can not see any forecast results. ( Seasonlity, trends and predictions) Would someone help Please ? Thank you !
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PlanIQ Academy Training Updates
Good morning, We have recently updated PlanIQ training for most up to date features and insights - Enjoy!
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PlanIQ Backtest data automation and Backtest data should come for all Actual periods
PlanIQ Backtest data automation and Backtest data should come for all Actual periods as we import data let's suppose of 60 months for forecasting of 3 months then Backtest result come out for only past 3 months not for 60 months
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Unable to see PlanIQ accuracy % for any algorithm run
As we are able to see the Metrics for Error, we also need the Accuracy % as well to know how best it forecast for future
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PlanIQ Data Collection Scheduler
Need PlanIQ Data Collection Scheduler as if the months of actual data increases we need to rerun the Data Set once again by going to PlanIQ section
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Add a Dimension in Forecasting PlanIQ
Hi, I want to use PlanIQ to forecast the demand of different products over time. I've managed to do so on PlanIQ, but now I would like to be able to forecast the demand of different products, over different countries. Every product exists in every country, and I would like to predict the demand. Therefore what I wanted to…
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Varying level between backtest and results
Hello, After importing backtest results I'm noticing that the level of the backtest does not agree with the level of the forecast results (screenshots below) and this is across all foreecast nodes. Thankfully, the level of the forecast results seems to align with the level of historical actuals. Unfortunately, the…
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Plan IQ - Import Actions
Recently i have been running a lot of IQ models then attempted import them back into Anaplan. However they often time out after 24 hours and i waste a lot of time. As when i re-run import they work. These are small models which no one else is using. I am only importing one IQ run at a time into the model so it shouldn't be…
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__Exclude Anaplan IQ Functionality
Hi As many of your would be aware with time series forecasting which incorporates covid data we would like to exclude some dates with the historical data. Or exclude some volume shocks. Anaplan provides "Exclude" functionality. Wondering if anyone out there has used it?
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PlanIQ - Deep dive on the algorithms under the hood
Baseline time series algorithms Advanced statistical time series algorithms Flexible local algorithms Neural network algorithms Summary Companies often develop plans and business strategies to drive decisions and actions around finance, operations, supply chain and other areas. They do this based on how they perceive the…
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Anaplan AutoML and Amazon Ensemble
This article explains individual algorithms provided by PlanIQ. However, it does not address the automated methods provided by PlanIQ. As a customer you have several options: Use one of the automated methods as described below. Use combination of individual algorithms and automated methods and perform algorithm or method…
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Plan IQ - Prophet Algorithm - End of year Dips
Hi I have been using prophet to do some forecasting and with my item i have a lot of end of year dips around christmas. I know IQ has holidays functionality which i have been using. I have also added a holiday boolean as an explanatory variable to help. But the forecast is still not diminishing enough on these weeks. My…
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PlanIQ – Considerations Before Starting to Forecast
Before starting to forecast with PlanIQ, there are a few topics we recommend considering around the data, properties of the forecast, and forecast evaluation. While it is important to define clear goals for each forecasting scenario, PlanIQ's forecast accuracy will mostly be determined by the quality of the available data.…
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PlanIQ – Considerations Before Starting to Forecast
https://community.anaplan.com/discussion/155032/planiq-considerations-before-starting-to-forecast
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AWS Forecast used by Plan IQ
Regarding the AWS Algorithms that Plan IQ uses. Does AWS improve these over time and make version changes. The reason i ask is that lets i decide an algorithm isnt working for my forecast so i stop using it. But then months later the algorithm is enhanced and becomes more appropriate. How would know?
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Impact of Attributes in the data collection
As some of you may know, attributes component of the data collection is mainly used by advanced ML algorithms, such as Amazon Ensemble, Anaplan AutoML, DeepAR+ and CNN-QR. Attributes allows those methods and algorithms to look at similarities across time series (items) and learn from them in order to improve forecast…
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Easier troubleshooting of Forecast Action errors with new enhancement
We're happy to announce an enhancement that will make troubleshooting of Forecast Action errors easier. We know that in some cases, import errors are causing forecast actions to fail. Until now it was fairly difficult to troubleshoot them but with the recent enhancement it really becomes super easy. Now, if forecast action…
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PlanIQ backtest update
Following the discussion in https://community.anaplan.com/discussion/comment/154792 seems that there's a need to update backtest results as new actuals are flowing in.
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Best practices and documentation
Fellow PlanIQ users, we are constantly working on adding more best practices and documentation. Are there issues that you feel you're struggling with? Is there anything where we could provide better documentation? Let us know!
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PlanIQ: Using a backtest window to assess performance
In almost all cases, computing forecast accuracy requires a calculation of the difference between forecast versus actuals. One of the best ways to approximate the future accuracy of the forecast is to use a backtest window. With a backtest window, you can simulate “what if” you had run a PlanIQ forecast with the data…
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PlanIQ: Introduction to forecast evaluation
Before making business decisions based on PlanIQ forecast results, you should assess the expected performance of the forecast predictions in the real world. It’s important to evaluate forecast performance at the outset of your project as well as on an ongoing basis. Also consider that a range of factors unique to your…
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PlanIQ [FCAST-0600: Error: You have exceeded your monthly forecast quota] meaning
Hi everyone, I'm starting to test PlanIQ and got the following error : FCAST-0600: Error: You have exceeded your monthly forecast quota I searched around but wasn't able to find any explanation of this error Doest anyone know what is my monthly Forecast quota ? Is it related to my PlanIQ Forecast model ? (I took 2 years of…
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For any of you Plan IQers...
Update from @Rebecca on new releases - exciting direction of travel for Anaplan developing our own algorithms and also excited to see how this kind of functionality can have application and impact even with smaller data sets. Read more here!
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3 Improvements for Comments in the New UX
Hi, I'm missing 3 basic capabilities on the current comments' fucntionality to be able to use it for my clients: 1- Comments are not flagged to end user 2- Not recorded in full context (in all dimensions I'm looking at) 3-No option to publish or export from Anaplan This custom fucntionality I built allows me to overcome…
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PlanIQ Calculation
Hi All, I have created some scenarios for PlanIQ & everything is working well. Output file is getting generated as per different algorithm etc. Just wanted to know, what kind of calculation is being performed for these algorithm - I mean what is the calculation matrix for Anaplan AutoML vs Amazon AutoML. Is there a way to…
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need help for practice
Hi All I want to populate "text line item" which shows string between 1st and 2nd commas of the items in the module. How can i do it. which function should i use here Thank you & regards Yash
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Requirements to prepare a demo of PlanIQ
Hi everybody! I'm new in this forum and in Anaplan. I'd like to know if is possible to prepare a demo of PlanIQ on Anaplan without knowledge of Anaplan or what are the minimum knowledge of Anaplan in order to be able to prepare a Demo of Plan IQ? From the side of PlanIQ itself what are the knowledge pre-requisites in order…
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Forecasting
Hi expert I want to learn forecasting .Can u guide me regarding this . thanks in advance